Academic library assessment: Beyond the basics.


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Connaway, L. S., & Radford, M. L. (2013). Academic library assessment: Beyond the basics. Workshop presented July 18, 2013, Marquette University, Milwaukee, Wisconsin.

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Academic library assessment: Beyond the basics.

  1. 1. The world’s libraries. Connected. Academic Library Assessment: Beyond the Basics Marquette University July 18th, 2013 Lynn Silipigni Connaway, Ph.D. Senior Research Scientist OCLC @LynnConnaway Marie L. Radford, Ph.D. Chair, Department of Library & Information Science Rutgers University, NJ @MarieLRadford
  2. 2. The world’s libraries. Connected. • What is your definition of assessment? • What comes to mind when you hear the term “assessment”? • What benefits do you see for assessment? • What are your concerns? Some Initial Questions
  3. 3. The world’s libraries. Connected. Interpreting Analyzing Collecting 3 Assessment Defined Process of… • Defining • Selecting • Designing • Collecting • Analyzing • Interpreting • Using information to increase service/program effectiveness
  4. 4. The world’s libraries. Connected. • Answers questions: • What do users/stakeholders want & need? • How can services/programs better meet needs? • Is what we do working? • Could we do better? • What are problem areas? • Traditional stats don’t tell whole story Why Assessment?
  5. 5. The world’s libraries. Connected. 5 Importance of Assessment “Librarians are increasingly called upon to document and articulate the value of academic and research libraries and their contribution to institutional mission and goals.” (ACRL Value of Academic Libraries, 2010, p. 6)
  6. 6. The world’s libraries. Connected. 6 Formal vs. Informal Assessment • Formal Assessment • Data driven • Evidence-based • Accepted methods • Recognized as rigorous • Informal Assessment • Anecdotes & casual observation • Used to be norm • No longer acceptable
  7. 7. The world’s libraries. Connected. 7 Steps in Assessment Process • Why? Identify purpose • Who? Identify team • How? Choose model/approach/method • Commit • Training/planning
  8. 8. The world’s libraries. Connected. 8 Outcomes Assessment Basics • Outcomes: “The ways in which library users are changed as a result of their contact with the library’s resources and programs” (ALA, 1998). • “Libraries cannot demonstrate institutional value to maximum effect until they define outcomes of institutional relevance and then measure the degree to which they attain them” (Kaufman & Watstein, 2008, p. 227).
  9. 9. The world’s libraries. Connected. 9 Outputs & Inputs • Outputs • Quantify the work done • Don’t relate factors to overall effectiveness • Inputs • Raw materials • Measured against standards • Insufficient for overall assessment
  10. 10. The world’s libraries. Connected. 10 Principles for Applying Outcomes Assessment • Center on users • Assess changes in service/resources use • Relate to inputs - identify “best practices” • Use variety of methods to corroborate conclusions • Choose small number of outcomes • Need not address every aspect of service • Adopt continuous process
  11. 11. The world’s libraries. Connected. 11 Examples of Outcomes • User matches information need to information resources • User can organize an effective search strategy • User effectively searches online catalog & retrieves relevant resources • User can find appropriate resources
  12. 12. The world’s libraries. Connected. 12 What We Know About Assessment • Ongoing process to understand & improve service • Librarians are busy with day-to-day work & assessment can become another burden • Can build on what Marquette has already done
  13. 13. The world’s libraries. Connected. • Jean Zanoni slides go here What Marquette Has Done
  14. 14. The world’s libraries. Connected. 14 Assessment Tools • Survey Research • Interviews • Focus Group Interviews • Structured Observations • Ethnographic Research • Analytics
  15. 15. The world’s libraries. Connected. Survey Research (Connaway & Powell, 2010, p. 182)
  16. 16. The world’s libraries. Connected. 16 Survey Research Advantages • Explores many aspects of service • Demographic information • Controlled sampling • High response rates possible • Data reflect characteristics & opinions of respondents • Cost effective • Can be self-administered • Survey large numbers • Online surveys (e.g., Survey Monkey) provide statistical analysis
  17. 17. The world’s libraries. Connected. 17 Survey Research Disadvantages • Produces a snapshot of situation • May be time consuming to analyze & interpret results • Produces self-reported data • Data lack depth of interviewing • High return rate can be difficult
  18. 18. The world’s libraries. Connected. 18 Checklist for Designing Surveys Good questions are: • Related to problem at hand • Multiple choice • Open-ended • Likert Scale • Clear, unambiguous, precise • Able to be answered by subjects • Not double-barreled (“and”) • Short • Not Negative • Unbiased
  19. 19. The world’s libraries. Connected. 19 Design Issues • Paper or Online (e.g., Survey Monkey) • Consider order of questions • Demographic q’s first • Instructions • Be specific • Introduce sections • Keep it simple • Pre-test!
  20. 20. The world’s libraries. Connected. 20 Survey Research Interpreting Results • Objectively analyze all data • Interpret results with appropriate level of precision • Express proper degree of caution about conclusions • Use data as input in outcome measures • Consider longitudinal study, compare results over time • Qualitative data requires special attention
  21. 21. The world’s libraries. Connected. • Review the literature • Focus group interviews with VRS librarians, users & non-users • Analyze VR transcripts • VRS librarian, user, & non-user interviews & online surveys Example: Seeking Synchronicity Formatting Objectives
  22. 22. The world’s libraries. Connected. • Online surveys with Critical Incident Technique • Flanagan (1954) • Qualitative technique • Focuses on most memorable event/experience • Allows categories or themes to emerge rather than be imposed Example: Critical Incident Technique (CIT)
  23. 23. The world’s libraries. Connected. • Think about one experience using VRS in which you felt achieved (or did not achieve) a positive result a. Please describe the circumstances and nature of your question. b. Describe why you felt the encounter was successful (or unsuccessful). c. Did the chat format help your experience to be successful (or unsuccessful)? If yes, how? Example: Seeking Synchronicity CIT: VRS User Online Survey Questions
  24. 24. The world’s libraries. Connected. • Think about one experience in which you felt you achieved (or did not achieve) a positive result after seeking library reference services in any format. a. Think about one experience in which you felt you did (or did not) achieve a positive result after seeking library reference services in any format. b. Describe each interaction. c. Identify the factors that made these interactions positive or negative. Example: Seeking Synchronicity CIT: VRS Non-User Online Survey Questions
  25. 25. The world’s libraries. Connected. “The librarian threw in a cordial sign-off and encouraged me to pursue the reading. It was like talking to a friendly librarian in person.” –VRS User (online survey) Example: Seeking Synchronicity CIT: VRS User Result
  26. 26. The world’s libraries. Connected. Interviews Conversation involving two or more people guided by a predetermined purpose.
  27. 27. The world’s libraries. Connected. • Structured • Semi-structured • Formats: • Individual • Face-to-face • Telephone • Skype • Focus Group Interviews Types of Interviews
  28. 28. The world’s libraries. Connected. • Good Questions • Good Listening Skills • Good Interpersonal Skills Key Components
  29. 29. The world’s libraries. Connected. 29 Types of Questions • OPEN • “What is it like when you visit the library?” • DIRECTIVE • “What happened when you asked for help at the reference desk?” • REFLECTIVE • “It sounds like you had trouble with the mobile app?” • CLOSED • “Have I covered everything you wanted to say?”
  30. 30. The world’s libraries. Connected. 30 Neutral, Leading, & Loaded Questions • NEUTRAL “What are your impressions of Raynor Memorial Libraries?” • LEADING “You don’t like the librarians at Raynor Memorial Libraries, do you?” • LOADED “How many other unreasonable requests have you made to our librarians?”
  31. 31. The world’s libraries. Connected. 31 Interviews: Advantages • Face-2-face interaction • In-depth information • Understand experiences & meanings • Highlight individual’s voice • Preliminary information to “triangulate” • Control sampling • Include underrepresented groups • Greater range of topics
  32. 32. The world’s libraries. Connected. 32 Interviews: Disadvantages • Time Factors • Varies by # & depth • Staff intensive • Cost Factors • Higher the #, higher the cost • Additional Factors • Self-reported data • Errors in note taking possible
  33. 33. The world’s libraries. Connected. 33 Conducting Interviews • Obtain permission to use information • Report and/or publication • Create safe climate, assure confidentiality • Be prepared, flexible, & stay on task • Listen & know when to probe • Accept that some interviews won’t go well • Thank them!
  34. 34. The world’s libraries. Connected. 1. Describe the things you enjoy doing with technology and the web each week. 2. Think of the ways you have used technology and the web for your studies. Describe a typical week. 3. Think about the next stage of your education. Tell me what you think this will be like. Example: Digital Visitors & Residents Participant Questions
  35. 35. The world’s libraries. Connected. 4. Think of a time when you had a situation where you needed answers or solutions and you did a quick search and made do with it. You knew there were other sources but you decided not to use them. Please include sources such as friends, family, teachers, coaches, etc. 5. Have there been times when you were told to use a library or virtual learning environment (or learning platform), and used other source(s) instead? 6. If you had a magic wand, what would your ideal way of getting information be? How would you go about using the systems and services? When? Where? How? Example: Digital Visitors & Residents Participant Questions (Connaway & Radford, 2005-2007) (Dervin, Connaway, & Prabha, 2003-2005)
  36. 36. The world’s libraries. Connected. Interviewing Exercise
  37. 37. The world’s libraries. Connected. Focus Group Interviews: “…interview of a group of 8 to 12 people representing some target group and centered on a single topic.” (Zweizig, Johnson, Robbins, & Besant, 1996)
  38. 38. The world’s libraries. Connected. 38 Focus Group Interviews: Advantages • Advantages of individual interviews plus… • Take less time. • Create synergy • Comments stimulate others • Unexpected insight • Access needs of under-served or underrepresented groups
  39. 39. The world’s libraries. Connected. 39 Focus Group Interviews: Disadvantages • Planning & administrative time • Experienced moderator required • See handout • Participants may be too quiet or too outspoken • Participants may not have sufficient time • Analysis, summarization & interpretation of responses difficult
  40. 40. The world’s libraries. Connected. 40 Conducting Focus Group Interviews • Obtain permission to use information & if taping • Rreport and/or publication • Enlist note-taker or, if recording, check equipment, bring back-up • Begin by creating safe climate
  41. 41. The world’s libraries. Connected. 41 Conducting Focus Group Interviews • Help quiet people talk, limit talkative people • Design well constructed guide, including: • Introduction (purpose, ground rules) • Small set of questions (4 or 5 tops!) • Relevant major/probe questions • Effective listening essential
  42. 42. The world’s libraries. Connected. • Difficult • Little data of user-base • Participants across 3 continents • Hard-to-reach populations • Historians • Antiquarian booksellers • Non-probabilistic methods • Convenience sampling • Snowball sampling Study Recruitment (Connaway & Wakeling, 2012)
  43. 43. The world’s libraries. Connected. Example: Focus Group Interview Questions Tell us about your experiences with Broad introductory question to reveal the extent to which users have engaged with, and the information-seeking contexts within which they use the system. PURPOSE (Connaway & Powell, 2010, p. 184)
  44. 44. The world’s libraries. Connected. Example: Focus Group Interview Questions If you had a magic wand, what would your ideal provide? Encourages participants to discuss potential improvements to PURPOSE (Connaway & Powell, 2010, p. 184)
  45. 45. The world’s libraries. Connected. Listening Behaviors Exercise
  46. 46. The world’s libraries. Connected. 46 Individual Interviews & Focus Group Interviews Analysis • Review notes/transcribe tapes • Ways to analyze: • Code data into pre-determined categories • Use data to identify categories • Use data for summary statements “capture the essence” • Compare all groups • Compile & summarize • Look for trends/patterns • Don’t overgeneralize from results
  47. 47. The world’s libraries. Connected. • Parts of Report • List of issues • Explain how data collected/analyzed • Summary of findings: What was said on each issue? • Sample quotes (anonymous) • Interviewer’s impressions • Recommendations: • Short term (low hanging fruit) • Long term 47 Individual Interviews & Focus Group Interviews Reporting Results
  48. 48. The world’s libraries. Connected. 48 Individual Interviews & Focus Group Interviews Limitations • Difficult to generalize • May not be representative • Analyzes perceptions, not facts • Subjective analysis (reliability) • Raw data could be misleading • Results can be limited by: • Poor/inexperienced moderator/ interviewer • Poorly constructed discussion guide/interview questions • Compensate by combining methods.
  49. 49. The world’s libraries. Connected. Structured observations: Systematic description focusing on designated aspects of behavior to test causal hypotheses. (Connaway & Powell, 2010, p. 182)
  50. 50. The world’s libraries. Connected. • Develop observational categories • Define appropriate, measurable acts • Establish time length of observation • Anticipate patterns of phenomena • Decide on frame of reference Structured Observations: A Guide (Connaway & Powell, 2010, p. 182)
  51. 51. The world’s libraries. Connected. • Rating scales • “All-or-none” categories • Checklists of categories • Audiovisual equipment • Useful for overall view of behavior • Analyze closely later Recording Observations (Connaway & Powell, 2010, p. 182)
  52. 52. The world’s libraries. Connected. • Develop definitions of behavior • Train observers • Avoid observer bias • Take behaviors at face value Increase Observation Reliability (Connaway & Powell, 2010, p. 182)
  53. 53. The world’s libraries. Connected. • Human ethnographic observation • Ergonomics • Cognitive psychology • Became popular in 1980s Usability Testing History (Connaway & Powell, 2010, p. 183)
  54. 54. The world’s libraries. Connected. • Joint research project • OCLC Research & the Information School, University of Sheffield • Investigate development of recommender systems for retrieval in • has recommender system • Basic functionality • User-centered design and empirical evaluation of a prototype system would provide invaluable data for OCLC in assessing the value of recommender services for User-Centered Design of a Recommender System for a "Universal" Library Catalogue
  55. 55. The world’s libraries. Connected. Usability Questions BASIC Which online fonts are the best? Can users easily customize and manage discipline-specific content available in an open- source library portal? COMPLEX (Connaway & Powell, 2010, p. 184)
  56. 56. The world’s libraries. Connected. Ethnographic research: rich description (Connaway & Powell, 2010, p. 262)
  57. 57. The world’s libraries. Connected. • Incredibly detailed data • Time consuming • Establishing rapport • Selecting research participants • Transcribing observations & conversations • Keeping diaries Ethnographic research (Connaway & Powell, 2010, p. 175) (Khoo, Rozaklis, & Hall, 2012, p.83)
  58. 58. The world’s libraries. Connected. • Move into the setting as deeply as possible • Disturb participants as little as possible • Participant observation • Open, direct interaction and observation as part of the group Participant/Immersive Observations (Connaway & Powell, 2010, p. 218)
  59. 59. The world’s libraries. Connected. Continuum of participation None Passive Observation -focused Moderate membership Active membership Complete participation Complete membership (Connaway & Powell, 2010, p. 218)
  60. 60. The world’s libraries. Connected. • Elicitation tool • Jog interviewees’ memory of detail about a person, place or event • Ask participants to take a short set of photos • List of things you want them to photograph • Conduct follow-up interviews for context of photo Photo diaries (THE ERIAL Project, 2011, p.13) (Foster & Gibbons, 2007, p. 40)
  61. 61. The world’s libraries. Connected. • Ethnographic data collection technique • Get people to describe what has happened • Center on defined events or moments Diaries (Connaway & Powell, 2010)
  62. 62. The world’s libraries. Connected. Example: Digital Visitors and Residents Diaries
  63. 63. The world’s libraries. Connected. Analysis : summary of observations or data in such a manner that they provide answers to the hypothesis or research questions (Connaway & Powell, 2010, p. 262)
  64. 64. The world’s libraries. Connected. • Collection of data affects analysis of data • Ongoing process • Feeds back into research design • Theory, model, or hypothesis must grow from data analysis Analysis
  65. 65. The world’s libraries. Connected. • Two approaches • Ethnographic summary • Qualitative • Direct quotations • “Thick description” (Geertz, 1973, p.6) • Content analysis approach • Numerical descriptions of data • Tallying of mentions of specific factors • Can be combined Analyzing Data n % (Connaway & Powell, 2010. p.175) (Connaway, Johnson, & Searing, 1997, p. 409) (Geertz,1973. p.6)
  66. 66. The world’s libraries. Connected. I. Place A. Internet 1. Search engine a. Google b. Yahoo 2. Social Media a. FaceBook b. Twitter c. You Tube d. Flickr/image sharing e. Blogging B. Library 1. Academic 2. Public 3. School (K-12) C. Home D. School, classroom, computer lab E. Other Codebook (White & Connaway, 2011-2012)
  67. 67. The world’s libraries. Connected. • Qualitative research software • Upload documents, PDFs, & videos • Create nodes & code transcripts • Merge files • Queries • Reports • Models Nvivo 10 (QSR International, 2011)
  68. 68. The world’s libraries. Connected. “It’s like a taboo I guess with all teachers, they just all say – you know, when they explain the paper they always say, “Don’t use Wikipedia.” (USU7, Female, Age 19) Example: Direct Quotations Digital Visitors and Residents
  69. 69. The world’s libraries. Connected. • Unobtrusive observation • Disguised • Field-based • Indirect • Reactive • Obtrusive observation • Build rapport with participants • Informal for conversation • Formal to reinforce nonjudgmental interaction Participant / Immersive Observations (Connaway & Powell, 2010, p. 218)
  70. 70. The world’s libraries. Connected. Analytics (Connaway & Powell, 2010, p. 262)
  71. 71. The world’s libraries. Connected. • Understand, analyze, & visualize patterns of activities • Checkouts • Returns • Recent acquisitions • Print & eBooks • Aggregate collections Analytics (Harvard University Library, 2010)
  72. 72. The world’s libraries. Connected. • Can be integrated with other methods • Unobtrusively identify user patterns and systems • Macroanalysis • Analysis of aggregate use data & patterns • Microanalysis • Analysis of individual search patterns Log Analysis (Connaway & Powell, 2010, p. 218)
  73. 73. The world’s libraries. Connected. • Data collected from netLibrary in February 2002, 2003, 2004 • Identify • Number of users accessing the site • Number of e-book sessions • Time of day when users were accessing e-books • Length of time they were spending on the site and within an e-book, • Number of e-books viewed per session, • Number of pages viewed per session Example: Transaction Log Analysis of E-book Usage (Connaway & Powell, 2010, p. 218)
  74. 74. The world’s libraries. Connected. Research Design (Connaway & Powell, 2010, p. 262)
  75. 75. The world’s libraries. Connected. • Triangulation • Multiple methods of data collection (e.g., interviews (individual & group), observation, survey) • Benefits of Mixed Methods • Convergence, corroboration, correspondence, complementarity of results from 1 method with results from another • Development - Use results from 1 method to help develop or inform another • Initiation - Recasting of questions or results from 1 method to another • Expansion - Extend breadth & range of enquiry by using different methods Mixed Methods & Triangulation
  76. 76. The world’s libraries. Connected. • Several methods: • Semi-structured interviews (qualitative) • Diaries (qualitative) • Online survey (quantitative) • Enables triangulation of data Example: Digital Visitors and Residents Triangulation of Data (Connaway et al., 2012)
  77. 77. The world’s libraries. Connected. • Use methods simultaneously or sequentially? • Which method, if any, has priority? Why? • Why mixing? E.g., triangulation, explanation, or exploration? • How do mixed methods impact data analysis? • Analyzed sequentially, integrated analysis, cross- method analysis? Key Questions for Mixed Methods
  78. 78. The world’s libraries. Connected. Outcomes of Mixed Methods • Validity - enhanced • Offset - weaknesses & draw on strengths • Completeness- more comprehensive account • Explanation - one method helps explain findings of another. • Unexpected results - surprising, intriguing, add to richness of findings
  79. 79. The world’s libraries. Connected. Assessment Exercise
  80. 80. The world’s libraries. Connected. • What do we know? • Where do we go from here? Conclusion
  81. 81. The world’s libraries. Connected. Questions? Lynn Silipigni Connaway, Ph.D. Marie L. Radford, Ph.D.
  82. 82. The world’s libraries. Connected. References ALA/ACRL. (1998). Task force on academic library outcomes assessment report. Available: _on_Academic_Library_Outcomes_Assessment_Report.htm Association of College and Research Libraries. Value of Academic Libraries: A Comprehensive Research Review and Report. Researched by Megan Oakleaf. Chicago: Association of College and Research Libraries, 2010. Connaway, L. S., & Powell, R. R. (2010). Basic research methods for librarians. Santa Barbara, CA: Libraries Unlimited. Connaway, L. S., & Wakeling, S. (2012). To use or not to use An international perspective from different user groups. OCLC Internal Report. Connaway, L. S., Lanclos, D., White, D. S., Le Cornu, A., & Hood, E. M. (2012). User-centered decision making: A new model for developing academic library services and systems. IFLA 2012 Conference Proceedings, August 11-17, Helsinki, Finland. Connaway, L. S., & Snyder, C. (2005). Transaction log analyses of electronic book (eBook) usage. Against the Grain, 17(1), 85-89. [Available:] The ERIAL Project. (2011). So you want to do anthropology in your library? Or: A practical guide to ethnographic research in academic libraries. Chicago: Andrew Asher and Susan Miller.
  83. 83. The world’s libraries. Connected. References Flanagan, J. C. (1954). The critical incident technique. Psychological Bulletin, 51(4), 327-358. Foster, N. F., & Gibbons, S. (2007). Studying students: The undergraduate research project at the University of Rochester. Chicago: Association of College and Research Libraries. Geertz, C. (1973). The interpretation of cultures: Selected essays. New York: Basic Books. Harvard University Library. (2010). Library analytics toolkit. Retrieved from Hernon, P. & Altman, E. (1998). Assessing service quality: Satisfying the expectations of library customers. Chicago: ALA. Janes, J. (1999). On research survey construction. Library Hi Tech, 17(3), 321-325. Khoo, M., Rozaklis, L., & Hall, C. (2012). A survey of the use of ethnographic methods in the study of libraries and library users. Library and Information Science Research, 34(2), 82-91. QSR International. (2011). NVivo 9: Getting started. Retrieved from White, D. S., & Connaway, L. S. (2011-2012). Visitors and residents: What motivates engagement with the digital information environment. Funded by JISC, OCLC, and Oxford University. Retrieved from
  84. 84. The world’s libraries. Connected. Recommended Readings Besara, R. (2013, June 4). See results: Tips and tools for visualizing library data. Presented at the Qualitative and Quantitative Methods in Libraries International Conference (QQML 2013). Connaway, L. S. (1996). Focus group interviews: A data collection methodology. Library Administration & Management, 10(4), 231-239. Connaway, L. S., Johnson, D. W., & Searing, S. (1997). Online catalogs from the users’ perspective: The use of focus group interviews. College and Research Libraries, 58(5), 403-420. Connaway, L. S. & Powell, R. R. (2010). Basic research methods for librarians (5th ed.). Westport, CN: Libraries Unlimited. Connaway, L. S. & Radford, M. L. (2011). Seeking Synchronicity: Revelations and recommendations for virtual reference. Dublin, OH: OCLC Research. Retrieved from Connaway, L. S., & Wakeling, S. (2012). To use or not to use An international perspective from different user groups. OCLC Internal Report. Consiglio, D., Furlong, K., & Holbert, G. (2012, February). Setting the state for success: A discussion of insights from the MISO survey. Presentation at the ELI Annual Meeting, Austin, TX. Consiglio, D. M., Furlong, K. & Holbert, G. (2013, June 6). Assessing the quality & effectiveness of library services using the MISO survey. Presented at the Qualitative and Quantitative Methods in Libraries International Conference (QQML 2013). Dervin, B., Connaway, L. S., & Prabha, C. (2003-2006). Sense-making the information confluence: The whys and hows of college and university user satisficing of information needs. Funded by the Institute of Museum and Library Services (IMLS). Retrieved from Kaufman, P., & Watstein, S. B. (2008). Library Value (Return on Investment, ROI) and the Challenge of Placing a Value on Public Services. Reference Services Review, 36(3), 226-231.
  85. 85. The world’s libraries. Connected. Recommended Readings Maciel, M. L. (2013, June 4). Identifying our customers’ needs and expectations: A data driven approach and analysis through the use of LibQUAL+TM (using five years’ data from LibQUAL+TM in Europe). Presented at the Qualitative and Quantitative Methods in Libraries International Conference (QQML 2013). Radford, M. L. (2006). The critical incident technique and the qualitative evaluation of the Connecting Libraries and Schools Project. Library Trends, 54(1), 46-64. Radford, M. L. (1999). The reference encounter: Interpersonal communication in the academic library. Chicago: Association of College & Research Libraries. Radford, M. L. (April, 1996). Communication theory applied to the reference encounter: An analysis of critical incidents. The Library Quarterly, 66(2), 123-137. Radford, M. L., Radford, G. P., Connaway, L. S., & DeAngelis, J. A.. (2011). On virtual face-work: An ethnography of communication approach to a live chat reference interaction. The Library Quarterly, 81(4), 431-453. Radford, M. L. (2008). How to conduct a focus group. Marketing Library Services, 22(1), 1-3. Rodriguez, D. A. (2011, August 23). The “Understanding Library Impacts” protocol: Demonstrating academic library contributions to student learning outcomes in the age of accountability. Paper presented at the 9th Northumbria International Conference on Performance Measurement in Libraries and Information Services. Retrieved from: contributions_to_student_learning_outcomes_in_the_age_of_accountability Rodriguez, D. A., & Norberg, L. R. (2013, June 7). Assessing library impact on student learning outcomes: A case study using the Understanding Library Impacts protocol. Presented at the Qualitative and Quantitative Methods in Libraries International Conference (QQML 2013). Taylor, M. (2013, June 4). Academic library use and undergraduate engagement and persistence at a large public research university. Presented at the Qualitative and Quantitative Methods in Libraries International Conference (QQML 2013). Zweizig, D., Johnson, D.W., Robbins, J., & Bewsant, M. (1996). The tell it! Manual. Chicago: ALA.
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